Shaharia Azam's Website | DevOps, Platform Engineering & AI Insights

jev is an open-source CLI for TypeSafe AI's Jev model: ask any text a typed question, get a calibrated probability back, and branch on the exit code.

I benchmarked the Jev model against an LLM agent on real browser navigation: 13x faster per task, and one setup mistake that broke every single test.

Claude Code doesn't tell you where your tokens, money, or time went.

Use Moonshot's Kimi K3 and Z.AI's GLM coding plan subscriptions in Claude Code without per-token API billing, through the open-source Ferrox LLM gateway.

A look at why systems thinking matters in engineering, and a recommendation for Adam Korga's Fuckup Almanac and IT Dictionary.

A practical 2026 guide to protecting your software supply chain.

A first-hand review of Gartner Predicts 2026: Intelligent Applications.

Every AI-native enterprise needs a GenAI Platform Team to build the harness: the engineering layer around the model that makes agents safe, observable, and economical at scale.

Wire a Slack CLI into Claude Code, Cursor, and Codex in 10 minutes — read channels, post messages, summarise threads. xoxc browser tokens for personal automation, OAuth apps for production.

Embedded vector databases for Go in 2026 — chromem-go vs sqlite-vec vs Bleve vs LanceDB-go.

Context Engineering is the discipline that turns generic AI into a compliant, context-aware business partner.

The complete BTRC mobile compliance guide — IMEI check methods, NEIR portal walkthrough, foreign-phone registration, the December 2025 auto-registration, and the SMS reply decoder. 2026 update.

Agento is a free, open-source web UI for Claude Code that lets you build AI agents, schedule automated tasks, and track your AI productivity, all without touching a terminal.

Step-by-step walkthrough of the NEIR portal at neir.btrc.gov.bd — log in with NID, check IMEI status, register new handsets, and use the foreign-phone flow.

Claude Code in Docker Compose with network isolation — full docker-compose.yml, persistent Pro/Max auth, Squid egress allowlist, and per-project profiles. 2026 setup.

AI agent workflow evaluation framework — deterministic, CI-ready scoring of multi-step instructions with a three-tier hybrid engine and dual-metric reporting.

Bangla keyboard guide — Bijoy, Bijoy Bayanno (52), Avro, UniBijoy, Provat compared.

GitHub issue to production in 40 minutes — automated Claude Code workflow with pre-commit, CI/CD, and PR-review feedback loops to ship 90%+ merge-ready code.

Yes, there's a Slack CLI.

Slack token formats explained — xoxb, xoxp, xoxc, xoxd.

A comprehensive framework to determine if your software project is ready for AI development agents integration.

Learn how to build a unified AI assistant using specialized micro-agents for different departments, creating a collaborative swarm for enterprise information discovery.

Why selecting GenAI tools for an enterprise is challenging, and why building your own foundational capabilities might be the best approach for sustainable innovation.

Learn how the Model Context Protocol (MCP) enables AI models to access external tools and services, breaking free from their isolated environments to perform real-world tasks.

A practical Bash script that collects Git repository data to provide context for AI models to generate meaningful changelogs automatically.

Bash script to debug website connectivity — checks DNS records, SSL certificates, and HTTP responses in one run.

Bangla keyboard guide for Linux — Bijoy, Bijoy 52 (Bayanno), and Unibijoy Bengali layouts explained with the key-map chart and a step-by-step Ubuntu 24.04 install.

Discover all the tags for all the AWS resources across all AWS region for analysis.

Benchmark your Golang code using benchmark function.

DevOps best practices for senior software engineers — collaboration, CI/CD, IaC with Terraform, Ansible, Prometheus, ELK, Docker, and Kubernetes.

Emotional intelligence in software teams — why it matters and how to build self-awareness, empathy, emotional regulation, and effective communication.

Clear & precise guidelines about writing clean code in Go.

An essential guide to understanding how websites work, from domain registration to hosting and development.

Learn GitHub actions with Built-in CI from sample workflow.yml configuration for PHP application.

How to check IMEI from BTRC in Bangladesh — dial *16161# or SMS KYD to 16002, or use the NEIR portal at neir.btrc.gov.bd.

Avro Keyboard layout — free UniBijoy / Bijoy Bengali layout for Avro on Windows.